Magnitude fork that only supports Word2Vec, GloVe and fastText embeddings

This repository makes the following changes to the excellent Magnitude project:

• Project simplified to only support Word2Vec, GloVe and fastText embeddings
• Approximate indexing/search methods removed
• Annoy, AllenNLP (ELMo) and Torch dependencies removed
• Removed internal SQLite related libraries (pysqlite, apsw) and use system SQLite package
• Removed logic to download and stream models. Models must all be locally available, remote servers will not be checked.
• Build process simplified to use PyPi dependencies

See Magnitude project for documentation and links to pre-trained models: https://github.com/plasticityai/magnitude